IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
cf14c69
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "model": "microsoft/deberta-v3-base", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "no_weights": true, | |
| "device_map": null, | |
| "torch_dtype": null, | |
| "eval_mode": true, | |
| "to_bettertransformer": false, | |
| "low_cpu_mem_usage": null, | |
| "attn_implementation": null, | |
| "cache_implementation": null, | |
| "autocast_enabled": false, | |
| "autocast_dtype": null, | |
| "torch_compile": false, | |
| "torch_compile_target": "forward", | |
| "torch_compile_config": {}, | |
| "quantization_scheme": null, | |
| "quantization_config": {}, | |
| "deepspeed_inference": false, | |
| "deepspeed_inference_config": {}, | |
| "peft_type": null, | |
| "peft_config": {} | |
| }, | |
| "scenario": { | |
| "name": "inference", | |
| "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
| "iterations": 1, | |
| "duration": 1, | |
| "warmup_runs": 1, | |
| "input_shapes": { | |
| "batch_size": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "latency": true, | |
| "memory": true, | |
| "energy": true, | |
| "forward_kwargs": {}, | |
| "generate_kwargs": { | |
| "max_new_tokens": 2, | |
| "min_new_tokens": 2 | |
| }, | |
| "call_kwargs": { | |
| "num_inference_steps": 2 | |
| } | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": true, | |
| "device_isolation_action": "error", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 959.778816, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 76, | |
| "total": 0.9975810575485233, | |
| "mean": 0.01312606654669109, | |
| "stdev": 0.00043091791528167067, | |
| "p50": 0.013164031982421874, | |
| "p90": 0.013576191902160644, | |
| "p95": 0.013826303958892823, | |
| "p99": 0.014409216403961183, | |
| "values": [ | |
| 0.014332927703857423, | |
| 0.014395392417907715, | |
| 0.014450688362121582, | |
| 0.014042112350463867, | |
| 0.01369200038909912, | |
| 0.01320246410369873, | |
| 0.013319104194641114, | |
| 0.013288448333740235, | |
| 0.013194304466247558, | |
| 0.013354975700378418, | |
| 0.013536255836486816, | |
| 0.013290495872497558, | |
| 0.013406208038330078, | |
| 0.0133887996673584, | |
| 0.01337446403503418, | |
| 0.013280256271362305, | |
| 0.013294591903686523, | |
| 0.013290495872497558, | |
| 0.01314406394958496, | |
| 0.013189120292663574, | |
| 0.013195263862609862, | |
| 0.013461503982543945, | |
| 0.01345132827758789, | |
| 0.01334169578552246, | |
| 0.01323519992828369, | |
| 0.013509632110595703, | |
| 0.013277183532714844, | |
| 0.013616127967834473, | |
| 0.01375436782836914, | |
| 0.013532159805297851, | |
| 0.013134847640991211, | |
| 0.01315225601196289, | |
| 0.013175807952880859, | |
| 0.013184960365295411, | |
| 0.013420543670654296, | |
| 0.013626367568969726, | |
| 0.013373439788818359, | |
| 0.013298687934875488, | |
| 0.013232159614562988, | |
| 0.013196288108825683, | |
| 0.013194239616394043, | |
| 0.013136960029602051, | |
| 0.013023232460021973, | |
| 0.013038592338562012, | |
| 0.013101056098937988, | |
| 0.013151231765747071, | |
| 0.01303756809234619, | |
| 0.012831744194030761, | |
| 0.012933119773864746, | |
| 0.012923904418945312, | |
| 0.013042688369750977, | |
| 0.013015040397644043, | |
| 0.012633055686950683, | |
| 0.012601344108581543, | |
| 0.012706815719604492, | |
| 0.012614720344543457, | |
| 0.012650495529174804, | |
| 0.012620863914489746, | |
| 0.012638208389282226, | |
| 0.01257369613647461, | |
| 0.012583935737609863, | |
| 0.012638208389282226, | |
| 0.012675071716308594, | |
| 0.012632063865661621, | |
| 0.012646400451660156, | |
| 0.012599295616149902, | |
| 0.012630016326904296, | |
| 0.012617728233337403, | |
| 0.012597248077392579, | |
| 0.012613663673400879, | |
| 0.012630016326904296, | |
| 0.012601344108581543, | |
| 0.012734463691711426, | |
| 0.012740544319152832, | |
| 0.012723199844360352, | |
| 0.012812288284301757 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 76.18428540209457 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5285558510370066e-07, | |
| "ram": 8.355080621745751e-08, | |
| "gpu": 3.3213701784615525e-07, | |
| "total": 5.685434091673134e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1758880.6481190175 | |
| } | |
| } | |
| } | |
| } |